Dante is usually credited for having chosen the Tuscany/Florence dialect to be the future Italian, later adopted by many writers and poets (that also contributed to the evolution of the language), so yes, I wouldn't say it is artificial at all, maybe the only artificial thing is the choice of a dialect over another.
And as I guess many already know many of the regional dialects survived, and in some regions more than others are still spoken. In fact an Italian is often bilingual in a sense. And if you happen to be in a book store in Italy it is not at all that rare to find a book from a contemporary author written in his local dialect.
BTW we study all of the three authors you mentioned at school ... not an easy task I assure you :P